Deep Learning

Image classifying and prediction application usind Deep Tranfer Learning and Pytorch

Bike Rental Ridership Prediction with a Simple Neural Network in Python

Image Classification with a Convolutional Neural Network in Tensor Flow using the CIFAR10 Image Dataset

TV Script Generation with a Recurrent Neural Network in Tensor Flow using the Simpsons Episodes Dataset

Translation from English to French with a Recurrent Neural Network and a seq2seq-model

Generate New Faces Using Deep Convolutional Generative Adversarial Networks

Machine Learning

Improving Disaster Response with an NLP Pipeline, using NLTK, Scikit-learn and Flask

Segmenting Demographic Customer Data using PCA and KMeans

Identifying Fraud from Enron Emails with Scikit-learn

Data Wrangling and SQL Querying

Wrangle and Query OpenStreetMaps with Python and SQL

Exploratory Analysis

Exploratory Analysis of the Titanic Dataset

Explore and Summarize E-commerce Data with R

Statistical Analysis

Statistical Analysis of the Stroop effect

Data Visualization

The European life expectancy story visualized with Tableau